Basic Statistics
| Rows |
59,946 |
| Columns |
22 |
| Discrete columns |
19 |
| Continuous columns |
3 |
| All missing columns |
0 |
| Missing observations |
213,518 |
| Total observations |
1,318,812 |
| Memory allocation |
20 Mb |
Missing Data Profile

Univariate Distribution
Histogram

Bar Chart (by frequency)
## 5 columns ignored with more than 50 categories.
## ethnicity: 218 categories
## last_online: 30123 categories
## location: 199 categories
## speaks: 7648 categories
## essay0: 54302 categories


Correlation Analysis
## 9 features with more than 20 categories ignored!
## education: 27 categories
## ethnicity: 81 categories
## job: 21 categories
## last_online: 1873 categories
## location: 70 categories
## religion: 43 categories
## sign: 48 categories
## speaks: 599 categories
## essay0: 2075 categories

Principle Component Analysis
## 5 features with more than 50 categories ignored!
## ethnicity: 81 categories
## last_online: 1873 categories
## location: 70 categories
## speaks: 599 categories
## essay0: 2075 categories

